{"id":"W2312359057","doi":"10.1177/1609406915624579","title":"Using Mixed Methods to Facilitate Complex, Multiphased Health Research","year":2016,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Northern British Columbia","funders":"","keywords":"Public health; Conceptualization; Public relations; General partnership; Context (archaeology); Health services research; Health promotion; Political science; Sociology; Management science; Medicine; Nursing; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3694357,0.003305105,0.004061235,0.01381608,0.006968021,0.00888621,0.005691031,0.002711484,0.01503158],"category_scores_gemma":[0.3107277,0.002461233,0.00327243,0.01194951,0.00656429,0.007199733,0.01859825,0.005303756,0.002357977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006431066,"about_ca_system_score_gemma":0.01690095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593908,"about_ca_topic_score_gemma":0.009204772,"domain_scores_codex":[0.4106464,0.5521914,0.01271775,0.009784693,0.01326579,0.001394021],"domain_scores_gemma":[0.4285917,0.482254,0.02011922,0.05063479,0.01592192,0.00247836],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001318801,0.001948217,0.008021011,0.02507402,0.003346459,0.0005107183,0.05177522,0.01142809,0.003784633,0.1856824,0.01670237,0.6904081],"study_design_scores_gemma":[0.002926949,0.005611187,0.01060034,0.0246979,0.001443052,0.0007736814,0.03734682,0.03508036,0.009880522,0.5996837,0.2710375,0.0009180357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004440162,0.003138136,0.9227296,0.002102549,0.0006680979,0.05930787,0.0008657694,0.0007144693,0.006033414],"genre_scores_gemma":[0.01641084,0.001004825,0.8866828,0.000917272,0.0001214095,0.09402809,0.0001790038,0.0001140802,0.0005417066],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6305643,"threshold_uncertainty_score":0.7775981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9956525545520287,"score_gpt":0.9018650082251454,"score_spread":0.09378754632688335,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}